Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 44401 |
| Missing cells | 97620 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 MiB |
| Average record size in memory | 212.0 B |
Variable types
| Numeric | 24 |
|---|---|
| DateTime | 1 |
| Categorical | 3 |
mintemp is highly correlated with maxtemp and 3 other fields | High correlation |
maxtemp is highly correlated with mintemp and 4 other fields | High correlation |
rainfall is highly correlated with raintoday | High correlation |
evaporation is highly correlated with maxtemp and 3 other fields | High correlation |
sunshine is highly correlated with humidity3pm and 3 other fields | High correlation |
humidity9am is highly correlated with evaporation and 2 other fields | High correlation |
humidity3pm is highly correlated with sunshine and 5 other fields | High correlation |
pressure9am is highly correlated with pressure3pm and 1 other fields | High correlation |
pressure3pm is highly correlated with pressure9am | High correlation |
cloud9am is highly correlated with sunshine and 2 other fields | High correlation |
cloud3pm is highly correlated with sunshine and 3 other fields | High correlation |
temp9am is highly correlated with mintemp and 4 other fields | High correlation |
temp3pm is highly correlated with mintemp and 5 other fields | High correlation |
raintoday is highly correlated with rainfall | High correlation |
temp is highly correlated with mintemp and 3 other fields | High correlation |
humidity is highly correlated with sunshine and 3 other fields | High correlation |
wind_gustdir is highly correlated with wind_dir3pm | High correlation |
wind_gustspeed is highly correlated with pressure9am and 2 other fields | High correlation |
wind_dir3pm is highly correlated with wind_gustdir | High correlation |
wind_speed9am is highly correlated with wind_gustspeed and 1 other fields | High correlation |
wind_speed3pm is highly correlated with wind_gustspeed and 1 other fields | High correlation |
mintemp is highly correlated with maxtemp and 3 other fields | High correlation |
maxtemp is highly correlated with mintemp and 4 other fields | High correlation |
rainfall is highly correlated with raintoday | High correlation |
evaporation is highly correlated with maxtemp and 4 other fields | High correlation |
sunshine is highly correlated with humidity3pm and 4 other fields | High correlation |
humidity9am is highly correlated with evaporation and 2 other fields | High correlation |
humidity3pm is highly correlated with sunshine and 5 other fields | High correlation |
pressure9am is highly correlated with pressure3pm | High correlation |
pressure3pm is highly correlated with pressure9am | High correlation |
cloud9am is highly correlated with sunshine and 3 other fields | High correlation |
cloud3pm is highly correlated with sunshine and 3 other fields | High correlation |
temp9am is highly correlated with mintemp and 4 other fields | High correlation |
temp3pm is highly correlated with mintemp and 6 other fields | High correlation |
raintoday is highly correlated with rainfall | High correlation |
temp is highly correlated with mintemp and 4 other fields | High correlation |
humidity is highly correlated with sunshine and 4 other fields | High correlation |
wind_gustdir is highly correlated with wind_dir3pm | High correlation |
wind_gustspeed is highly correlated with wind_speed9am and 1 other fields | High correlation |
wind_dir3pm is highly correlated with wind_gustdir | High correlation |
wind_speed9am is highly correlated with wind_gustspeed and 1 other fields | High correlation |
wind_speed3pm is highly correlated with wind_gustspeed and 1 other fields | High correlation |
mintemp is highly correlated with temp9am | High correlation |
maxtemp is highly correlated with temp9am and 2 other fields | High correlation |
rainfall is highly correlated with raintoday | High correlation |
sunshine is highly correlated with cloud9am and 1 other fields | High correlation |
humidity3pm is highly correlated with humidity | High correlation |
pressure9am is highly correlated with pressure3pm | High correlation |
pressure3pm is highly correlated with pressure9am | High correlation |
cloud9am is highly correlated with sunshine and 1 other fields | High correlation |
cloud3pm is highly correlated with sunshine and 1 other fields | High correlation |
temp9am is highly correlated with mintemp and 3 other fields | High correlation |
temp3pm is highly correlated with maxtemp and 2 other fields | High correlation |
raintoday is highly correlated with rainfall | High correlation |
temp is highly correlated with maxtemp and 2 other fields | High correlation |
humidity is highly correlated with humidity3pm | High correlation |
wind_gustspeed is highly correlated with wind_speed9am and 1 other fields | High correlation |
wind_speed9am is highly correlated with wind_gustspeed | High correlation |
wind_speed3pm is highly correlated with wind_gustspeed | High correlation |
cloud3pm is highly correlated with cloud9am and 2 other fields | High correlation |
wind_speed9am is highly correlated with wind_speed3pm and 1 other fields | High correlation |
wind_dir3pm is highly correlated with wind_gustdir and 2 other fields | High correlation |
pressure3pm is highly correlated with wind_gustspeed and 1 other fields | High correlation |
maxtemp is highly correlated with temp9am and 8 other fields | High correlation |
temp9am is highly correlated with maxtemp and 5 other fields | High correlation |
df_index is highly correlated with maxtemp and 6 other fields | High correlation |
humidity9am is highly correlated with location and 2 other fields | High correlation |
cloud9am is highly correlated with cloud3pm and 3 other fields | High correlation |
raintomorrow is highly correlated with sunshine and 2 other fields | High correlation |
temp3pm is highly correlated with maxtemp and 9 other fields | High correlation |
wind_speed3pm is highly correlated with wind_speed9am and 1 other fields | High correlation |
wind_gustspeed is highly correlated with wind_speed9am and 3 other fields | High correlation |
wind_gustdir is highly correlated with wind_dir3pm and 2 other fields | High correlation |
pressure9am is highly correlated with pressure3pm and 1 other fields | High correlation |
location is highly correlated with wind_dir3pm and 13 other fields | High correlation |
mintemp is highly correlated with maxtemp and 5 other fields | High correlation |
wind_dir9am is highly correlated with wind_dir3pm and 2 other fields | High correlation |
sunshine is highly correlated with cloud3pm and 8 other fields | High correlation |
evaporation is highly correlated with maxtemp and 3 other fields | High correlation |
humidity is highly correlated with maxtemp and 8 other fields | High correlation |
raintoday is highly correlated with humidity and 1 other fields | High correlation |
humidity3pm is highly correlated with cloud3pm and 10 other fields | High correlation |
temp is highly correlated with maxtemp and 6 other fields | High correlation |
evaporation has 20430 (46.0%) missing values | Missing |
sunshine has 23421 (52.7%) missing values | Missing |
humidity9am has 612 (1.4%) missing values | Missing |
humidity3pm has 1414 (3.2%) missing values | Missing |
pressure9am has 4382 (9.9%) missing values | Missing |
pressure3pm has 4372 (9.8%) missing values | Missing |
cloud9am has 16858 (38.0%) missing values | Missing |
cloud3pm has 18215 (41.0%) missing values | Missing |
temp3pm has 1062 (2.4%) missing values | Missing |
humidity has 1414 (3.2%) missing values | Missing |
wind_gustspeed has 2755 (6.2%) missing values | Missing |
wind_speed3pm has 867 (2.0%) missing values | Missing |
df_index has unique values | Unique |
rainfall has 25575 (57.6%) zeros | Zeros |
sunshine has 885 (2.0%) zeros | Zeros |
cloud9am has 2315 (5.2%) zeros | Zeros |
cloud3pm has 1172 (2.6%) zeros | Zeros |
wind_gustdir has 2431 (5.5%) zeros | Zeros |
wind_dir9am has 2017 (4.5%) zeros | Zeros |
wind_dir3pm has 2241 (5.0%) zeros | Zeros |
wind_speed9am has 4608 (10.4%) zeros | Zeros |
wind_speed3pm has 762 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-05 20:13:52.091200 |
|---|---|
| Analysis finished | 2021-06-05 20:15:06.804932 |
| Duration | 1 minute and 14.71 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 44401 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82043.85187 |
| Minimum | 150 |
|---|---|
| Maximum | 164385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 8108 |
| Q1 | 40571 |
| median | 82012 |
| Q3 | 123119 |
| 95-th percentile | 156072 |
| Maximum | 164385 |
| Range | 164235 |
| Interquartile range (IQR) | 82548 |
Descriptive statistics
| Standard deviation | 47486.56306 |
|---|---|
| Coefficient of variation (CV) | 0.5787949002 |
| Kurtosis | -1.199382759 |
| Mean | 82043.85187 |
| Median Absolute Deviation (MAD) | 41148 |
| Skewness | 0.005064827505 |
| Sum | 3642829067 |
| Variance | 2254973671 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 67585 | 1 | < 0.1% |
| 88734 | 1 | < 0.1% |
| 146066 | 1 | < 0.1% |
| 12947 | 1 | < 0.1% |
| 2708 | 1 | < 0.1% |
| 66197 | 1 | < 0.1% |
| 6806 | 1 | < 0.1% |
| 70295 | 1 | < 0.1% |
| 92824 | 1 | < 0.1% |
| 31386 | 1 | < 0.1% |
| Other values (44391) | 44391 |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 151 | 1 | |
| 152 | 1 | |
| 153 | 1 | |
| 154 | 1 | |
| 155 | 1 | |
| 156 | 1 | |
| 157 | 1 | |
| 158 | 1 | |
| 159 | 1 |
| Value | Count | Frequency (%) |
| 164385 | 1 | |
| 164384 | 1 | |
| 164383 | 1 | |
| 164382 | 1 | |
| 164381 | 1 | |
| 164380 | 1 | |
| 164379 | 1 | |
| 164378 | 1 | |
| 164377 | 1 | |
| 164376 | 1 |
date
Date
| Distinct | 884 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 347.0 KiB |
| Minimum | 2008-05-01 00:00:00 |
|---|---|
| Maximum | 2017-06-25 00:00:00 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 347.0 KiB |
| Sydney | 1031 |
|---|---|
| Canberra | 1027 |
| Perth | 971 |
| Hobart | 969 |
| Darwin | 969 |
| Other values (44) |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.694105989 |
| Min length | 4 |
Characters and Unicode
| Total characters | 386027 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Albury |
|---|---|
| 2nd row | Albury |
| 3rd row | Albury |
| 4th row | Albury |
| 5th row | Albury |
Common Values
| Value | Count | Frequency (%) |
| Sydney | 1031 | 2.3% |
| Canberra | 1027 | 2.3% |
| Perth | 971 | 2.2% |
| Hobart | 969 | 2.2% |
| Darwin | 969 | 2.2% |
| Brisbane | 962 | 2.2% |
| Dartmoor | 940 | 2.1% |
| Portland | 940 | 2.1% |
| Mildura | 940 | 2.1% |
| PerthAirport | 940 | 2.1% |
| Other values (39) | 34712 |
Length
| Value | Count | Frequency (%) |
| sydney | 1031 | 2.3% |
| canberra | 1027 | 2.3% |
| perth | 971 | 2.2% |
| darwin | 969 | 2.2% |
| hobart | 969 | 2.2% |
| brisbane | 962 | 2.2% |
| sydneyairport | 940 | 2.1% |
| melbourneairport | 940 | 2.1% |
| portland | 940 | 2.1% |
| sale | 940 | 2.1% |
| Other values (39) | 34712 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 36006 | 9.3% |
| r | 35771 | 9.3% |
| o | 33144 | 8.6% |
| e | 31603 | 8.2% |
| n | 27372 | 7.1% |
| l | 23868 | 6.2% |
| i | 23200 | 6.0% |
| t | 18206 | 4.7% |
| d | 11294 | 2.9% |
| s | 11162 | 2.9% |
| Other values (30) | 134401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 326159 | |
| Uppercase Letter | 59868 | 15.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 36006 | |
| r | 35771 | |
| o | 33144 | |
| e | 31603 | |
| n | 27372 | 8.4% |
| l | 23868 | 7.3% |
| i | 23200 | 7.1% |
| t | 18206 | 5.6% |
| d | 11294 | 3.5% |
| s | 11162 | 3.4% |
| Other values (12) | 74533 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 8266 | |
| W | 7245 | |
| C | 5665 | |
| M | 5395 | |
| S | 4742 | |
| P | 4632 | |
| N | 4300 | |
| B | 3754 | 6.3% |
| G | 3639 | 6.1% |
| H | 2833 | 4.7% |
| Other values (8) | 9397 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 386027 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 36006 | 9.3% |
| r | 35771 | 9.3% |
| o | 33144 | 8.6% |
| e | 31603 | 8.2% |
| n | 27372 | 7.1% |
| l | 23868 | 6.2% |
| i | 23200 | 6.0% |
| t | 18206 | 4.7% |
| d | 11294 | 2.9% |
| s | 11162 | 2.9% |
| Other values (30) | 134401 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 386027 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 36006 | 9.3% |
| r | 35771 | 9.3% |
| o | 33144 | 8.6% |
| e | 31603 | 8.2% |
| n | 27372 | 7.1% |
| l | 23868 | 6.2% |
| i | 23200 | 6.0% |
| t | 18206 | 4.7% |
| d | 11294 | 2.9% |
| s | 11162 | 2.9% |
| Other values (30) | 134401 |
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 239 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.283232191 |
| Minimum | -8.5 |
|---|---|
| Maximum | 26.6 |
| Zeros | 112 |
| Zeros (%) | 0.3% |
| Negative | 2520 |
| Negative (%) | 5.7% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -8.5 |
|---|---|
| 5-th percentile | -0.3 |
| Q1 | 4.6 |
| median | 8.1 |
| Q3 | 11.6 |
| 95-th percentile | 18 |
| Maximum | 26.6 |
| Range | 35.1 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.434408251 |
|---|---|
| Coefficient of variation (CV) | 0.6560733933 |
| Kurtosis | 0.138834052 |
| Mean | 8.283232191 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 0.2777711097 |
| Sum | 365804.1 |
| Variance | 29.53279304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 390 | 0.9% |
| 8.2 | 372 | 0.8% |
| 9 | 368 | 0.8% |
| 7.8 | 367 | 0.8% |
| 8.3 | 365 | 0.8% |
| 7.6 | 363 | 0.8% |
| 9.6 | 361 | 0.8% |
| 6.7 | 360 | 0.8% |
| 6.6 | 358 | 0.8% |
| 7.3 | 357 | 0.8% |
| Other values (328) | 40501 |
| Value | Count | Frequency (%) |
| -8.5 | 1 | < 0.1% |
| -8.2 | 1 | < 0.1% |
| -8 | 2 | < 0.1% |
| -7.8 | 2 | < 0.1% |
| -7.5 | 2 | < 0.1% |
| -7.3 | 2 | < 0.1% |
| -7 | 7 | |
| -6.9 | 2 | < 0.1% |
| -6.8 | 1 | < 0.1% |
| -6.7 | 5 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | < 0.1% |
| 26.1 | 1 | < 0.1% |
| 25.9 | 2 | < 0.1% |
| 25.8 | 12 | |
| 25.7 | 2 | < 0.1% |
| 25.6 | 3 | < 0.1% |
| 25.5 | 8 | |
| 25.4 | 2 | < 0.1% |
| 25.3 | 4 | < 0.1% |
| 25.2 | 8 |
| Distinct | 396 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 99 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.21104013 |
| Minimum | -4.8 |
|---|---|
| Maximum | 37 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 83 |
| Negative (%) | 0.2% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -4.8 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 14.8 |
| median | 17.7 |
| Q3 | 21 |
| 95-th percentile | 28.2 |
| Maximum | 37 |
| Range | 41.8 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 5.31159768 |
|---|---|
| Coefficient of variation (CV) | 0.2916690997 |
| Kurtosis | 1.064367283 |
| Mean | 18.21104013 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.4002570371 |
| Sum | 806785.5 |
| Variance | 28.21306991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 443 | 1.0% |
| 16.1 | 420 | 0.9% |
| 17.4 | 413 | 0.9% |
| 17.3 | 412 | 0.9% |
| 18.2 | 407 | 0.9% |
| 14.8 | 406 | 0.9% |
| 15.7 | 399 | 0.9% |
| 17.6 | 398 | 0.9% |
| 16.9 | 396 | 0.9% |
| 17.2 | 394 | 0.9% |
| Other values (386) | 40214 |
| Value | Count | Frequency (%) |
| -4.8 | 2 | |
| -3.7 | 1 | < 0.1% |
| -3.2 | 1 | < 0.1% |
| -3.1 | 1 | < 0.1% |
| -3 | 2 | |
| -2.9 | 1 | < 0.1% |
| -2.7 | 1 | < 0.1% |
| -2.5 | 2 | |
| -2.2 | 4 | |
| -2.1 | 2 |
| Value | Count | Frequency (%) |
| 37 | 1 | < 0.1% |
| 36.6 | 2 | < 0.1% |
| 36.5 | 8 | |
| 36.4 | 1 | < 0.1% |
| 36.2 | 1 | < 0.1% |
| 36.1 | 3 | < 0.1% |
| 36 | 4 | |
| 35.9 | 3 | < 0.1% |
| 35.8 | 2 | < 0.1% |
| 35.7 | 2 | < 0.1% |
| Distinct | 409 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 415 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.35071841 |
| Minimum | 0 |
|---|---|
| Maximum | 219.6 |
| Zeros | 25575 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.2 |
| 95-th percentile | 12.8 |
| Maximum | 219.6 |
| Range | 219.6 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 7.472094609 |
|---|---|
| Coefficient of variation (CV) | 3.178642995 |
| Kurtosis | 113.3921134 |
| Mean | 2.35071841 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.118900898 |
| Sum | 103398.7 |
| Variance | 55.83219785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25575 | |
| 0.2 | 3706 | 8.3% |
| 0.4 | 1365 | 3.1% |
| 0.6 | 845 | 1.9% |
| 0.8 | 722 | 1.6% |
| 1 | 616 | 1.4% |
| 1.2 | 543 | 1.2% |
| 1.4 | 471 | 1.1% |
| 1.6 | 423 | 1.0% |
| 1.8 | 407 | 0.9% |
| Other values (399) | 9313 | 21.0% |
| (Missing) | 415 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 25575 | |
| 0.1 | 94 | 0.2% |
| 0.2 | 3706 | 8.3% |
| 0.3 | 34 | 0.1% |
| 0.4 | 1365 | 3.1% |
| 0.5 | 11 | < 0.1% |
| 0.6 | 845 | 1.9% |
| 0.7 | 7 | < 0.1% |
| 0.8 | 722 | 1.6% |
| 0.9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 219.6 | 2 | |
| 182.6 | 1 | |
| 164.2 | 2 | |
| 158 | 2 | |
| 147.8 | 1 | |
| 129 | 2 | |
| 127.6 | 1 | |
| 126.4 | 1 | |
| 120.8 | 2 | |
| 115.2 | 1 |
| Distinct | 139 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 20430 |
| Missing (%) | 46.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.895694798 |
| Minimum | 0 |
|---|---|
| Maximum | 46.2 |
| Zeros | 179 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.4 |
| median | 2.4 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 46.2 |
| Range | 46.2 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 2.235681326 |
|---|---|
| Coefficient of variation (CV) | 0.7720707749 |
| Kurtosis | 17.1260076 |
| Mean | 2.895694798 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 2.472708748 |
| Sum | 69412.7 |
| Variance | 4.998270993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.4 | 1231 | 2.8% |
| 1.2 | 1223 | 2.8% |
| 1 | 1218 | 2.7% |
| 1.8 | 1214 | 2.7% |
| 2 | 1192 | 2.7% |
| 1.6 | 1185 | 2.7% |
| 2.2 | 1136 | 2.6% |
| 0.8 | 1092 | 2.5% |
| 4 | 1047 | 2.4% |
| 2.4 | 959 | 2.2% |
| Other values (129) | 12474 | |
| (Missing) | 20430 |
| Value | Count | Frequency (%) |
| 0 | 179 | 0.4% |
| 0.1 | 12 | < 0.1% |
| 0.2 | 397 | 0.9% |
| 0.3 | 5 | < 0.1% |
| 0.4 | 613 | |
| 0.5 | 12 | < 0.1% |
| 0.6 | 898 | |
| 0.7 | 20 | < 0.1% |
| 0.8 | 1092 | |
| 0.9 | 23 | 0.1% |
| Value | Count | Frequency (%) |
| 46.2 | 1 | < 0.1% |
| 28.6 | 2 | |
| 28.4 | 2 | |
| 27.8 | 2 | |
| 26.4 | 2 | |
| 24.8 | 2 | |
| 24.2 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23.4 | 1 | < 0.1% |
| 20.6 | 3 |
sunshine
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 117 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 23421 |
| Missing (%) | 52.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.030910391 |
| Minimum | 0 |
|---|---|
| Maximum | 11.8 |
| Zeros | 885 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 3.3 |
| median | 6.6 |
| Q3 | 9 |
| 95-th percentile | 10.5 |
| Maximum | 11.8 |
| Range | 11.8 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 3.32775756 |
|---|---|
| Coefficient of variation (CV) | 0.5517836188 |
| Kurtosis | -1.12350937 |
| Mean | 6.030910391 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | -0.3547066031 |
| Sum | 126528.5 |
| Variance | 11.07397038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 885 | 2.0% |
| 9.2 | 413 | 0.9% |
| 9.1 | 380 | 0.9% |
| 9.4 | 371 | 0.8% |
| 9.8 | 351 | 0.8% |
| 9.5 | 323 | 0.7% |
| 9.7 | 322 | 0.7% |
| 9.3 | 313 | 0.7% |
| 9 | 303 | 0.7% |
| 9.9 | 297 | 0.7% |
| Other values (107) | 17022 | |
| (Missing) | 23421 |
| Value | Count | Frequency (%) |
| 0 | 885 | |
| 0.1 | 234 | 0.5% |
| 0.2 | 240 | 0.5% |
| 0.3 | 157 | 0.4% |
| 0.4 | 130 | 0.3% |
| 0.5 | 104 | 0.2% |
| 0.6 | 116 | 0.3% |
| 0.7 | 143 | 0.3% |
| 0.8 | 136 | 0.3% |
| 0.9 | 119 | 0.3% |
| Value | Count | Frequency (%) |
| 11.8 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.4 | 2 | < 0.1% |
| 11.3 | 10 | < 0.1% |
| 11.2 | 48 | 0.1% |
| 11.1 | 88 | |
| 11 | 132 | |
| 10.9 | 157 | |
| 10.8 | 137 | |
| 10.7 | 158 |
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 612 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.19326772 |
| Minimum | 5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 66 |
| median | 79 |
| Q3 | 92 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 95 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 16.85607278 |
|---|---|
| Coefficient of variation (CV) | 0.2183619541 |
| Kurtosis | -0.1877288245 |
| Mean | 77.19326772 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.6071529902 |
| Sum | 3380216 |
| Variance | 284.1271895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 2239 | 5.0% |
| 100 | 1906 | 4.3% |
| 98 | 1215 | 2.7% |
| 97 | 1094 | 2.5% |
| 93 | 939 | 2.1% |
| 82 | 926 | 2.1% |
| 87 | 923 | 2.1% |
| 76 | 921 | 2.1% |
| 96 | 920 | 2.1% |
| 84 | 915 | 2.1% |
| Other values (83) | 31791 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 3 | |
| 12 | 2 | < 0.1% |
| 13 | 3 | |
| 14 | 3 | |
| 15 | 5 | |
| 16 | 6 | |
| 17 | 5 |
| Value | Count | Frequency (%) |
| 100 | 1906 | |
| 99 | 2239 | |
| 98 | 1215 | |
| 97 | 1094 | |
| 96 | 920 | |
| 95 | 867 | 2.0% |
| 94 | 877 | 2.0% |
| 93 | 939 | |
| 92 | 912 | |
| 91 | 876 | 2.0% |
humidity3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 99 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1414 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.97259637 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 45 |
| median | 58 |
| Q3 | 70 |
| 95-th percentile | 91 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 18.6172564 |
|---|---|
| Coefficient of variation (CV) | 0.32113891 |
| Kurtosis | -0.4367693547 |
| Mean | 57.97259637 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.09037788147 |
| Sum | 2492068 |
| Variance | 346.602236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57 | 954 | 2.1% |
| 59 | 953 | 2.1% |
| 53 | 936 | 2.1% |
| 58 | 924 | 2.1% |
| 52 | 920 | 2.1% |
| 55 | 908 | 2.0% |
| 50 | 907 | 2.0% |
| 61 | 896 | 2.0% |
| 64 | 887 | 2.0% |
| 63 | 884 | 2.0% |
| Other values (89) | 33818 | |
| (Missing) | 1414 | 3.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 12 | |
| 8 | 7 | < 0.1% |
| 9 | 11 | |
| 10 | 15 | |
| 11 | 24 |
| Value | Count | Frequency (%) |
| 100 | 214 | |
| 99 | 198 | |
| 98 | 266 | |
| 97 | 200 | |
| 96 | 215 | |
| 95 | 204 | |
| 94 | 260 | |
| 93 | 236 | |
| 92 | 282 | |
| 91 | 257 |
pressure9am
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 502 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 4382 |
| Missing (%) | 9.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1020.791861 |
| Minimum | 980.5 |
|---|---|
| Maximum | 1040.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 980.5 |
|---|---|
| 5-th percentile | 1007.3 |
| Q1 | 1016.2 |
| median | 1021.1 |
| Q3 | 1026 |
| 95-th percentile | 1032.3 |
| Maximum | 1040.5 |
| Range | 60 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 7.496990449 |
|---|---|
| Coefficient of variation (CV) | 0.00734428901 |
| Kurtosis | 0.5823264222 |
| Mean | 1020.791861 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | -0.4789726317 |
| Sum | 40851069.5 |
| Variance | 56.20486579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1019.6 | 263 | 0.6% |
| 1017.9 | 256 | 0.6% |
| 1017.7 | 248 | 0.6% |
| 1021.1 | 246 | 0.6% |
| 1021.7 | 244 | 0.5% |
| 1019.8 | 241 | 0.5% |
| 1018 | 239 | 0.5% |
| 1018.6 | 237 | 0.5% |
| 1023.2 | 236 | 0.5% |
| 1019.9 | 234 | 0.5% |
| Other values (492) | 37575 | |
| (Missing) | 4382 | 9.9% |
| Value | Count | Frequency (%) |
| 980.5 | 1 | < 0.1% |
| 982.2 | 2 | |
| 983.7 | 1 | < 0.1% |
| 983.9 | 2 | |
| 984.4 | 2 | |
| 986.6 | 1 | < 0.1% |
| 987.2 | 2 | |
| 987.9 | 1 | < 0.1% |
| 988.1 | 3 | |
| 988.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1040.5 | 1 | < 0.1% |
| 1040.4 | 2 | |
| 1040.3 | 4 | |
| 1040.2 | 2 | |
| 1040.1 | 4 | |
| 1039.9 | 2 | |
| 1039.7 | 1 | < 0.1% |
| 1039.5 | 1 | < 0.1% |
| 1039.4 | 1 | < 0.1% |
| 1039.3 | 1 | < 0.1% |
pressure3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 498 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 4372 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1018.380578 |
| Minimum | 977.1 |
|---|---|
| Maximum | 1039.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 977.1 |
|---|---|
| 5-th percentile | 1005.7 |
| Q1 | 1013.7 |
| median | 1018.7 |
| Q3 | 1023.6 |
| 95-th percentile | 1029.9 |
| Maximum | 1039.6 |
| Range | 62.5 |
| Interquartile range (IQR) | 9.9 |
Descriptive statistics
| Standard deviation | 7.392417059 |
|---|---|
| Coefficient of variation (CV) | 0.007258992579 |
| Kurtosis | 0.4076772364 |
| Mean | 1018.380578 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | -0.39183573 |
| Sum | 40764756.16 |
| Variance | 54.64782997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1020.3 | 258 | 0.6% |
| 1017.4 | 248 | 0.6% |
| 1020.8 | 247 | 0.6% |
| 1018.7 | 238 | 0.5% |
| 1020.4 | 236 | 0.5% |
| 1018.1 | 236 | 0.5% |
| 1018.4 | 235 | 0.5% |
| 1020.7 | 232 | 0.5% |
| 1018.5 | 231 | 0.5% |
| 1019.2 | 229 | 0.5% |
| Other values (488) | 37639 | |
| (Missing) | 4372 | 9.8% |
| Value | Count | Frequency (%) |
| 977.1 | 2 | |
| 978.2 | 2 | |
| 979 | 1 | |
| 981.4 | 1 | |
| 982.2 | 1 | |
| 986.1 | 2 | |
| 986.5 | 2 | |
| 987.3 | 2 | |
| 987.4 | 1 | |
| 987.6 | 1 |
| Value | Count | Frequency (%) |
| 1039.6 | 1 | |
| 1038.9 | 1 | |
| 1038.4 | 1 | |
| 1037.8 | 1 | |
| 1037.6 | 1 | |
| 1037.5 | 1 | |
| 1037.3 | 1 | |
| 1037.2 | 1 | |
| 1037.1 | 1 | |
| 1037 | 2 |
cloud9am
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 16858 |
| Missing (%) | 38.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.626729114 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 2315 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.907284926 |
|---|---|
| Coefficient of variation (CV) | 0.6283672233 |
| Kurtosis | -1.521099761 |
| Mean | 4.626729114 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.306577426 |
| Sum | 127434 |
| Variance | 8.452305643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 6207 | 14.0% |
| 8 | 5390 | 12.1% |
| 1 | 4862 | 11.0% |
| 6 | 2417 | 5.4% |
| 0 | 2315 | 5.2% |
| 2 | 1944 | 4.4% |
| 3 | 1633 | 3.7% |
| 5 | 1609 | 3.6% |
| 4 | 1165 | 2.6% |
| 9 | 1 | < 0.1% |
| (Missing) | 16858 |
| Value | Count | Frequency (%) |
| 0 | 2315 | 5.2% |
| 1 | 4862 | |
| 2 | 1944 | 4.4% |
| 3 | 1633 | 3.7% |
| 4 | 1165 | 2.6% |
| 5 | 1609 | 3.6% |
| 6 | 2417 | 5.4% |
| 7 | 6207 | |
| 8 | 5390 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 5390 | |
| 7 | 6207 | |
| 6 | 2417 | 5.4% |
| 5 | 1609 | 3.6% |
| 4 | 1165 | 2.6% |
| 3 | 1633 | 3.7% |
| 2 | 1944 | 4.4% |
| 1 | 4862 | |
| 0 | 2315 | 5.2% |
cloud3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 18215 |
| Missing (%) | 41.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.842816772 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1172 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.688052576 |
|---|---|
| Coefficient of variation (CV) | 0.5550597312 |
| Kurtosis | -1.338292685 |
| Mean | 4.842816772 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.4027374633 |
| Sum | 126814 |
| Variance | 7.22562665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 6105 | 13.7% |
| 8 | 4700 | 10.6% |
| 1 | 3982 | 9.0% |
| 6 | 2774 | 6.2% |
| 2 | 2015 | 4.5% |
| 5 | 1992 | 4.5% |
| 3 | 1921 | 4.3% |
| 4 | 1525 | 3.4% |
| 0 | 1172 | 2.6% |
| (Missing) | 18215 |
| Value | Count | Frequency (%) |
| 0 | 1172 | 2.6% |
| 1 | 3982 | |
| 2 | 2015 | 4.5% |
| 3 | 1921 | 4.3% |
| 4 | 1525 | 3.4% |
| 5 | 1992 | 4.5% |
| 6 | 2774 | |
| 7 | 6105 | |
| 8 | 4700 |
| Value | Count | Frequency (%) |
| 8 | 4700 | |
| 7 | 6105 | |
| 6 | 2774 | |
| 5 | 1992 | 4.5% |
| 4 | 1525 | 3.4% |
| 3 | 1921 | 4.3% |
| 2 | 2015 | 4.5% |
| 1 | 3982 | |
| 0 | 1172 | 2.6% |
| Distinct | 349 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 253 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.33274894 |
| Minimum | -7.2 |
|---|---|
| Maximum | 31.1 |
| Zeros | 25 |
| Zeros (%) | 0.1% |
| Negative | 313 |
| Negative (%) | 0.7% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -7.2 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 8.9 |
| median | 11.9 |
| Q3 | 15.4 |
| 95-th percentile | 22.5 |
| Maximum | 31.1 |
| Range | 38.3 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 5.318847579 |
|---|---|
| Coefficient of variation (CV) | 0.4312783473 |
| Kurtosis | 0.3862451478 |
| Mean | 12.33274894 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.3641800356 |
| Sum | 544466.2 |
| Variance | 28.29013957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 434 | 1.0% |
| 11.5 | 421 | 0.9% |
| 11.2 | 412 | 0.9% |
| 12.5 | 401 | 0.9% |
| 12 | 399 | 0.9% |
| 12.4 | 396 | 0.9% |
| 10 | 395 | 0.9% |
| 11 | 394 | 0.9% |
| 10.8 | 393 | 0.9% |
| 13.8 | 392 | 0.9% |
| Other values (339) | 40111 |
| Value | Count | Frequency (%) |
| -7.2 | 2 | < 0.1% |
| -7 | 2 | < 0.1% |
| -6.2 | 1 | < 0.1% |
| -5.9 | 1 | < 0.1% |
| -5.6 | 3 | |
| -5.5 | 1 | < 0.1% |
| -5.3 | 1 | < 0.1% |
| -5.2 | 5 | |
| -4.5 | 3 | |
| -4.3 | 3 |
| Value | Count | Frequency (%) |
| 31.1 | 1 | < 0.1% |
| 30 | 5 | < 0.1% |
| 29.9 | 2 | < 0.1% |
| 29.7 | 4 | < 0.1% |
| 29.5 | 1 | < 0.1% |
| 29.4 | 3 | < 0.1% |
| 29.2 | 2 | < 0.1% |
| 29.1 | 9 | |
| 29 | 14 | |
| 28.9 | 2 | < 0.1% |
| Distinct | 392 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1062 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.99877939 |
| Minimum | -5.4 |
|---|---|
| Maximum | 36 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 134 |
| Negative (%) | 0.3% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -5.4 |
|---|---|
| 5-th percentile | 9.8 |
| Q1 | 13.6 |
| median | 16.6 |
| Q3 | 19.8 |
| 95-th percentile | 26.5 |
| Maximum | 36 |
| Range | 41.4 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 5.211278326 |
|---|---|
| Coefficient of variation (CV) | 0.3065677956 |
| Kurtosis | 1.060845168 |
| Mean | 16.99877939 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.3321633636 |
| Sum | 736710.1 |
| Variance | 27.15742179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 424 | 1.0% |
| 17.8 | 413 | 0.9% |
| 15.8 | 404 | 0.9% |
| 16.7 | 401 | 0.9% |
| 16.4 | 400 | 0.9% |
| 17.4 | 396 | 0.9% |
| 17 | 394 | 0.9% |
| 15.5 | 391 | 0.9% |
| 16.6 | 391 | 0.9% |
| 14 | 389 | 0.9% |
| Other values (382) | 39336 | |
| (Missing) | 1062 | 2.4% |
| Value | Count | Frequency (%) |
| -5.4 | 2 | |
| -5.1 | 1 | < 0.1% |
| -4.2 | 2 | |
| -4.1 | 1 | < 0.1% |
| -3.9 | 2 | |
| -3.8 | 2 | |
| -3.7 | 3 | |
| -3.5 | 4 | |
| -3.2 | 4 | |
| -3.1 | 2 |
| Value | Count | Frequency (%) |
| 36 | 3 | |
| 35.5 | 2 | < 0.1% |
| 35.2 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34.9 | 1 | < 0.1% |
| 34.8 | 1 | < 0.1% |
| 34.6 | 3 | |
| 34.5 | 5 | |
| 34.4 | 5 | |
| 34.3 | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 415 |
| Missing (%) | 0.9% |
| Memory size | 347.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 131958 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 32979 | |
| 1.0 | 11007 | 24.8% |
| (Missing) | 415 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 32979 | |
| 1.0 | 11007 | 25.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 76965 | |
| . | 43986 | |
| 1 | 11007 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 87972 | |
| Other Punctuation | 43986 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 76965 | |
| 1 | 11007 | 12.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43986 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 131958 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 76965 | |
| . | 43986 | |
| 1 | 11007 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 131958 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 76965 | |
| . | 43986 | |
| 1 | 11007 | 8.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 347.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 44401 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 44401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44401 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44401 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33269 | |
| 1 | 11132 | 25.1% |
| Distinct | 2305 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 99 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.76070326 |
| Minimum | -3.76 |
|---|---|
| Maximum | 46.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23 |
| Negative (%) | 0.1% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -3.76 |
|---|---|
| 5-th percentile | 2.904282858 |
| Q1 | 19.04 |
| median | 22.88 |
| Q3 | 26.96 |
| 95-th percentile | 35.6 |
| Maximum | 46.4 |
| Range | 50.16 |
| Interquartile range (IQR) | 7.92 |
Descriptive statistics
| Standard deviation | 7.797817645 |
|---|---|
| Coefficient of variation (CV) | 0.3426000311 |
| Kurtosis | 1.267558198 |
| Mean | 22.76070326 |
| Median Absolute Deviation (MAD) | 3.84 |
| Skewness | -0.4255213361 |
| Sum | 1008344.676 |
| Variance | 60.80596002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.4 | 415 | 0.9% |
| 21.32 | 403 | 0.9% |
| 22.88 | 396 | 0.9% |
| 22.76 | 388 | 0.9% |
| 22.28 | 386 | 0.9% |
| 19.76 | 386 | 0.9% |
| 23.84 | 384 | 0.9% |
| 23.12 | 378 | 0.9% |
| 20.84 | 374 | 0.8% |
| 22.16 | 373 | 0.8% |
| Other values (2295) | 40419 |
| Value | Count | Frequency (%) |
| -3.76 | 2 | |
| -1.84 | 1 | < 0.1% |
| -1.72 | 1 | < 0.1% |
| -1.6 | 2 | |
| -1.48 | 1 | < 0.1% |
| -1.24 | 1 | < 0.1% |
| -1 | 2 | |
| -0.64 | 4 | |
| -0.52 | 2 | |
| -0.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.4 | 1 | < 0.1% |
| 45.92 | 2 | < 0.1% |
| 45.8 | 8 | |
| 45.68 | 1 | < 0.1% |
| 45.44 | 1 | < 0.1% |
| 45.32 | 3 | < 0.1% |
| 45.2 | 2 | < 0.1% |
| 45.08 | 2 | < 0.1% |
| 44.96 | 2 | < 0.1% |
| 44.84 | 2 | < 0.1% |
humidity
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 1170 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1414 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.51903937 |
| Minimum | 2.001065311 |
|---|---|
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 2.001065311 |
|---|---|
| 5-th percentile | 28.4 |
| Q1 | 53.6 |
| median | 70.4 |
| Q3 | 86 |
| 95-th percentile | 111.2 |
| Maximum | 122 |
| Range | 119.9989347 |
| Interquartile range (IQR) | 32.4 |
Descriptive statistics
| Standard deviation | 24.8582184 |
|---|---|
| Coefficient of variation (CV) | 0.3575742505 |
| Kurtosis | 0.1907381643 |
| Mean | 69.51903937 |
| Median Absolute Deviation (MAD) | 15.6 |
| Skewness | -0.3110449355 |
| Sum | 2988414.945 |
| Variance | 617.931022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.4 | 929 | 2.1% |
| 72.8 | 923 | 2.1% |
| 65.6 | 906 | 2.0% |
| 71.6 | 897 | 2.0% |
| 62 | 888 | 2.0% |
| 64.4 | 882 | 2.0% |
| 68 | 880 | 2.0% |
| 75.2 | 871 | 2.0% |
| 78.8 | 864 | 1.9% |
| 77.6 | 860 | 1.9% |
| Other values (1160) | 34087 | |
| (Missing) | 1414 | 3.2% |
| Value | Count | Frequency (%) |
| 2.001065311 | 1 | |
| 2.002153435 | 1 | |
| 2.004509528 | 1 | |
| 2.004568792 | 1 | |
| 2.006380773 | 1 | |
| 2.006398734 | 1 | |
| 2.008620143 | 1 | |
| 2.012439848 | 1 | |
| 2.016258894 | 1 | |
| 2.017116752 | 1 |
| Value | Count | Frequency (%) |
| 122 | 205 | |
| 120.8 | 193 | |
| 119.6 | 259 | |
| 118.4 | 197 | |
| 117.2 | 206 | |
| 116 | 195 | |
| 114.8 | 244 | |
| 113.6 | 231 | |
| 112.4 | 274 | |
| 111.2 | 245 |
precipitation3pm
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.02119322 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.171604935 |
|---|---|
| Coefficient of variation (CV) | 0.3164897499 |
| Kurtosis | 0.07693543456 |
| Mean | 10.02119322 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3104275011 |
| Sum | 444951 |
| Variance | 10.05907786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 5600 | |
| 9 | 5475 | |
| 11 | 4969 | |
| 8 | 4917 | |
| 12 | 4213 | |
| 7 | 4062 | |
| 13 | 3271 | |
| 6 | 2808 | |
| 14 | 2378 | |
| 5 | 1642 | 3.7% |
| Other values (16) | 5066 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 20 | < 0.1% |
| 2 | 99 | 0.2% |
| 3 | 340 | 0.8% |
| 4 | 828 | 1.9% |
| 5 | 1642 | 3.7% |
| 6 | 2808 | |
| 7 | 4062 | |
| 8 | 4917 | |
| 9 | 5475 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 12 | < 0.1% |
| 22 | 17 | < 0.1% |
| 21 | 44 | 0.1% |
| 20 | 78 | 0.2% |
| 19 | 180 | 0.4% |
| 18 | 307 | 0.7% |
| 17 | 551 | |
| 16 | 987 |
precipitation9am
Real number (ℝ)
| Distinct | 37223 |
|---|---|
| Distinct (%) | 83.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.01084637 |
| Minimum | -17.73934574 |
|---|---|
| Maximum | 32.2100807 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1039 |
| Negative (%) | 2.3% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | -17.73934574 |
|---|---|
| 5-th percentile | 1.753604315 |
| Q1 | 6.691665085 |
| median | 10.01263219 |
| Q3 | 13.4110567 |
| 95-th percentile | 18.19847592 |
| Maximum | 32.2100807 |
| Range | 49.94942644 |
| Interquartile range (IQR) | 6.719391614 |
Descriptive statistics
| Standard deviation | 5.004913819 |
|---|---|
| Coefficient of variation (CV) | 0.4999491184 |
| Kurtosis | 0.02368626227 |
| Mean | 10.01084637 |
| Median Absolute Deviation (MAD) | 3.357857044 |
| Skewness | -0.01732997515 |
| Sum | 444491.5899 |
| Variance | 25.04916234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.599600489 | 2 | < 0.1% |
| 7.162003209 | 2 | < 0.1% |
| 8.694159187 | 2 | < 0.1% |
| 13.47945287 | 2 | < 0.1% |
| 9.447972955 | 2 | < 0.1% |
| 7.443632391 | 2 | < 0.1% |
| 1.814721423 | 2 | < 0.1% |
| 5.350171231 | 2 | < 0.1% |
| 12.55021867 | 2 | < 0.1% |
| -1.934758281 | 2 | < 0.1% |
| Other values (37213) | 44381 |
| Value | Count | Frequency (%) |
| -17.73934574 | 1 | |
| -10.30285651 | 1 | |
| -9.210955942 | 1 | |
| -9.132554877 | 2 | |
| -8.235112087 | 1 | |
| -7.95628945 | 1 | |
| -7.39446244 | 1 | |
| -7.360476026 | 2 | |
| -7.10921679 | 1 | |
| -7.028191038 | 1 |
| Value | Count | Frequency (%) |
| 32.2100807 | 1 | |
| 30.24384488 | 2 | |
| 27.82159467 | 1 | |
| 27.78412526 | 1 | |
| 27.6485963 | 1 | |
| 27.60139413 | 1 | |
| 27.45035896 | 2 | |
| 27.34800943 | 2 | |
| 27.32635392 | 1 | |
| 26.72700189 | 1 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.424157114 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 2431 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 173.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.931994391 |
|---|---|
| Coefficient of variation (CV) | 0.5854585004 |
| Kurtosis | -1.24967899 |
| Mean | 8.424157114 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.109888415 |
| Sum | 374041 |
| Variance | 24.32456867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3819 | 8.6% |
| 13 | 3819 | 8.6% |
| 14 | 3191 | 7.2% |
| 7 | 3070 | 6.9% |
| 15 | 2857 | 6.4% |
| 16 | 2785 | 6.3% |
| 12 | 2706 | 6.1% |
| 6 | 2669 | 6.0% |
| 11 | 2463 | 5.5% |
| 0 | 2431 | 5.5% |
| Other values (7) | 14591 |
| Value | Count | Frequency (%) |
| 0 | 2431 | |
| 1 | 1991 | |
| 2 | 2038 | |
| 3 | 3819 | |
| 4 | 1784 | |
| 5 | 2073 | |
| 6 | 2669 | |
| 7 | 3070 | |
| 8 | 2358 | |
| 9 | 2123 |
| Value | Count | Frequency (%) |
| 16 | 2785 | |
| 15 | 2857 | |
| 14 | 3191 | |
| 13 | 3819 | |
| 12 | 2706 | |
| 11 | 2463 | |
| 10 | 2224 | |
| 9 | 2123 | |
| 8 | 2358 | |
| 7 | 3070 |
wind_gustspeed
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2755 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.36421265 |
| Minimum | 6 |
|---|---|
| Maximum | 117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 26 |
| median | 33 |
| Q3 | 44 |
| 95-th percentile | 65 |
| Maximum | 117 |
| Range | 111 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.63166988 |
|---|---|
| Coefficient of variation (CV) | 0.4023645451 |
| Kurtosis | 1.15531716 |
| Mean | 36.36421265 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.9223271178 |
| Sum | 1514424 |
| Variance | 214.0857635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 2431 | 5.5% |
| 28 | 2382 | 5.4% |
| 35 | 2358 | 5.3% |
| 30 | 2337 | 5.3% |
| 33 | 2112 | 4.8% |
| 39 | 2096 | 4.7% |
| 26 | 2094 | 4.7% |
| 24 | 2066 | 4.7% |
| 37 | 1952 | 4.4% |
| 20 | 1796 | 4.0% |
| Other values (50) | 20022 | |
| (Missing) | 2755 | 6.2% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 17 | < 0.1% |
| 9 | 95 | 0.2% |
| 11 | 187 | 0.4% |
| 13 | 522 | 1.2% |
| 15 | 789 | |
| 17 | 1153 | |
| 19 | 1282 | |
| 20 | 1796 | |
| 22 | 1564 |
| Value | Count | Frequency (%) |
| 117 | 1 | < 0.1% |
| 113 | 3 | < 0.1% |
| 111 | 3 | < 0.1% |
| 109 | 1 | < 0.1% |
| 107 | 7 | < 0.1% |
| 106 | 5 | < 0.1% |
| 104 | 5 | < 0.1% |
| 102 | 10 | |
| 100 | 8 | |
| 98 | 19 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.60449089 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 2017 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 173.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.023112044 |
|---|---|
| Coefficient of variation (CV) | 0.583777949 |
| Kurtosis | -1.277941985 |
| Mean | 8.60449089 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.04038350689 |
| Sum | 382048 |
| Variance | 25.23165461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 4934 | 11.1% |
| 3 | 4154 | 9.4% |
| 7 | 3557 | 8.0% |
| 13 | 3186 | 7.2% |
| 14 | 2924 | 6.6% |
| 6 | 2806 | 6.3% |
| 12 | 2763 | 6.2% |
| 5 | 2386 | 5.4% |
| 15 | 2287 | 5.2% |
| 8 | 2043 | 4.6% |
| Other values (7) | 13361 |
| Value | Count | Frequency (%) |
| 0 | 2017 | |
| 1 | 1774 | |
| 2 | 1811 | |
| 3 | 4154 | |
| 4 | 2001 | |
| 5 | 2386 | |
| 6 | 2806 | |
| 7 | 3557 | |
| 8 | 2043 | |
| 9 | 1998 |
| Value | Count | Frequency (%) |
| 16 | 4934 | |
| 15 | 2287 | |
| 14 | 2924 | |
| 13 | 3186 | |
| 12 | 2763 | |
| 11 | 1836 | 4.1% |
| 10 | 1924 | 4.3% |
| 9 | 1998 | |
| 8 | 2043 | |
| 7 | 3557 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.235557758 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 2241 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 173.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.740821624 |
|---|---|
| Coefficient of variation (CV) | 0.5756527686 |
| Kurtosis | -1.185752167 |
| Mean | 8.235557758 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.08826323231 |
| Sum | 365667 |
| Variance | 22.47538967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 3529 | 7.9% |
| 3 | 3506 | 7.9% |
| 14 | 3208 | 7.2% |
| 7 | 3166 | 7.1% |
| 6 | 3039 | 6.8% |
| 15 | 2874 | 6.5% |
| 8 | 2768 | 6.2% |
| 12 | 2668 | 6.0% |
| 11 | 2615 | 5.9% |
| 9 | 2570 | 5.8% |
| Other values (7) | 14458 |
| Value | Count | Frequency (%) |
| 0 | 2241 | |
| 1 | 1969 | |
| 2 | 2180 | |
| 3 | 3506 | |
| 4 | 1995 | |
| 5 | 2034 | |
| 6 | 3039 | |
| 7 | 3166 | |
| 8 | 2768 | |
| 9 | 2570 |
| Value | Count | Frequency (%) |
| 16 | 1655 | |
| 15 | 2874 | |
| 14 | 3208 | |
| 13 | 3529 | |
| 12 | 2668 | |
| 11 | 2615 | |
| 10 | 2384 | |
| 9 | 2570 | |
| 8 | 2768 | |
| 7 | 3166 |
wind_speed9am
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 298 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.5047049 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 4608 |
| Zeros (%) | 10.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.868374187 |
|---|---|
| Coefficient of variation (CV) | 0.7092029969 |
| Kurtosis | 1.336508295 |
| Mean | 12.5047049 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.872939925 |
| Sum | 551495 |
| Variance | 78.64806072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4608 | |
| 9 | 4310 | |
| 13 | 3943 | 8.9% |
| 11 | 3749 | 8.4% |
| 7 | 3613 | 8.1% |
| 6 | 3049 | 6.9% |
| 15 | 3017 | 6.8% |
| 17 | 3012 | 6.8% |
| 19 | 2330 | 5.2% |
| 4 | 2104 | 4.7% |
| Other values (27) | 10368 |
| Value | Count | Frequency (%) |
| 0 | 4608 | |
| 2 | 1747 | 3.9% |
| 4 | 2104 | |
| 6 | 3049 | |
| 7 | 3613 | |
| 9 | 4310 | |
| 11 | 3749 | |
| 13 | 3943 | |
| 15 | 3017 | |
| 17 | 3012 |
| Value | Count | Frequency (%) |
| 74 | 2 | < 0.1% |
| 67 | 3 | < 0.1% |
| 65 | 4 | < 0.1% |
| 63 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 57 | 5 | < 0.1% |
| 56 | 20 | |
| 54 | 16 | |
| 52 | 13 | |
| 50 | 31 |
wind_speed3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 867 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.5029632 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 762 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 347.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 15 |
| Q3 | 22 |
| 95-th percentile | 31 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.768048213 |
|---|---|
| Coefficient of variation (CV) | 0.531301446 |
| Kurtosis | 1.042727792 |
| Mean | 16.5029632 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7491512514 |
| Sum | 718440 |
| Variance | 76.87866946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 4309 | 9.7% |
| 9 | 3813 | 8.6% |
| 17 | 3794 | 8.5% |
| 11 | 3599 | 8.1% |
| 15 | 3592 | 8.1% |
| 20 | 3099 | 7.0% |
| 19 | 3015 | 6.8% |
| 7 | 2615 | 5.9% |
| 24 | 2119 | 4.8% |
| 22 | 2117 | 4.8% |
| Other values (30) | 11462 |
| Value | Count | Frequency (%) |
| 0 | 762 | 1.7% |
| 2 | 659 | 1.5% |
| 4 | 1171 | 2.6% |
| 6 | 1908 | |
| 7 | 2615 | |
| 9 | 3813 | |
| 11 | 3599 | |
| 13 | 4309 | |
| 15 | 3592 | |
| 17 | 3794 |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 63 | 6 | |
| 61 | 6 | |
| 59 | 2 | < 0.1% |
| 57 | 8 | |
| 56 | 14 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | date | location | mintemp | maxtemp | rainfall | evaporation | sunshine | humidity9am | humidity3pm | pressure9am | pressure3pm | cloud9am | cloud3pm | temp9am | temp3pm | raintoday | raintomorrow | temp | humidity | precipitation3pm | precipitation9am | wind_gustdir | wind_gustspeed | wind_dir9am | wind_dir3pm | wind_speed9am | wind_speed3pm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 150 | 2009-05-01 | Albury | 1.8 | 17.0 | 0.0 | NaN | NaN | 77.0 | 44.0 | 1026.0 | 1023.2 | NaN | NaN | 7.2 | 16.3 | 0.0 | 0 | 22.400000 | 54.8 | 6 | 18.280679 | 12 | 19.0 | 16 | 15 | 0.0 | 7.0 |
| 1 | 151 | 2009-05-02 | Albury | 7.2 | 19.2 | 0.0 | NaN | NaN | 81.0 | 49.0 | 1026.9 | 1024.0 | 8.0 | 4.0 | 10.1 | 19.1 | 0.0 | 0 | 25.040000 | 60.8 | 12 | 10.351155 | 12 | 22.0 | 1 | 13 | 7.0 | 6.0 |
| 2 | 152 | 2009-05-03 | Albury | 4.6 | 18.9 | 0.0 | NaN | NaN | 75.0 | 51.0 | 1028.7 | 1025.9 | NaN | NaN | 10.6 | 18.5 | 0.0 | 0 | 24.680000 | 63.2 | 12 | 11.468518 | 8 | 15.0 | 3 | 10 | 4.0 | 7.0 |
| 3 | 153 | 2009-05-04 | Albury | 4.2 | 19.1 | 0.0 | NaN | NaN | 86.0 | 44.0 | 1029.8 | 1027.3 | NaN | NaN | 9.6 | 18.8 | 0.0 | 0 | 2.733304 | 54.8 | 18 | 8.019610 | 13 | 19.0 | 1 | 15 | 6.0 | 13.0 |
| 4 | 154 | 2009-05-05 | Albury | 5.2 | 18.8 | 0.0 | NaN | NaN | 71.0 | 47.0 | 1031.4 | 1028.1 | NaN | NaN | 10.3 | 18.4 | 0.0 | 0 | 24.560000 | 58.4 | 7 | 7.733560 | 2 | 15.0 | 16 | 9 | 0.0 | 7.0 |
| 5 | 155 | 2009-05-06 | Albury | 4.1 | 19.3 | 0.0 | NaN | NaN | 82.0 | 49.0 | 1028.5 | 1024.6 | NaN | NaN | 10.0 | 19.2 | 0.0 | 0 | 25.160000 | 60.8 | 21 | 9.638515 | 12 | 20.0 | 1 | 14 | 6.0 | 7.0 |
| 6 | 156 | 2009-05-07 | Albury | 3.2 | 18.4 | 0.0 | NaN | NaN | 86.0 | 49.0 | 1026.2 | 1023.6 | NaN | NaN | 8.3 | 18.2 | 0.0 | 0 | 24.080000 | 60.8 | 5 | 5.213841 | 12 | 20.0 | 9 | 14 | 6.0 | 11.0 |
| 7 | 157 | 2009-05-08 | Albury | 4.3 | 19.0 | 0.0 | NaN | NaN | 68.0 | 36.0 | 1028.8 | 1025.8 | NaN | NaN | 11.0 | 18.5 | 0.0 | 0 | 24.800000 | 45.2 | 15 | 17.720085 | 13 | 15.0 | 16 | 13 | 0.0 | 9.0 |
| 8 | 158 | 2009-05-09 | Albury | 3.7 | 20.5 | 0.0 | NaN | NaN | 78.0 | 45.0 | 1026.0 | 1021.8 | NaN | NaN | 9.4 | 20.2 | 0.0 | 0 | 26.600000 | 56.0 | 14 | 4.221305 | 13 | 17.0 | 16 | 15 | 0.0 | 7.0 |
| 9 | 159 | 2009-05-10 | Albury | 5.4 | 19.5 | 0.0 | NaN | NaN | 69.0 | 40.0 | 1025.1 | 1022.3 | NaN | NaN | 11.7 | 19.1 | 0.0 | 0 | 25.400000 | 50.0 | 14 | 16.083703 | 9 | 17.0 | 16 | 9 | 0.0 | 7.0 |
Last rows
| df_index | date | location | mintemp | maxtemp | rainfall | evaporation | sunshine | humidity9am | humidity3pm | pressure9am | pressure3pm | cloud9am | cloud3pm | temp9am | temp3pm | raintoday | raintomorrow | temp | humidity | precipitation3pm | precipitation9am | wind_gustdir | wind_gustspeed | wind_dir9am | wind_dir3pm | wind_speed9am | wind_speed3pm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 44391 | 164376 | 2017-06-20 | Uluru | 3.5 | 21.8 | 0.0 | NaN | NaN | 59.0 | 27.0 | 1024.7 | 1021.2 | NaN | NaN | 9.4 | 20.9 | 0.0 | 0 | 28.16 | 34.4 | 12 | 5.848681 | 0 | 31.0 | 2 | 0 | 15.0 | 13.0 |
| 44392 | 164377 | 2017-06-20 | Uluru | 3.5 | 21.8 | 0.0 | NaN | NaN | 59.0 | 27.0 | 1024.7 | 1021.2 | NaN | NaN | 9.4 | 20.9 | 0.0 | 0 | 28.16 | 34.4 | 12 | 5.848681 | 0 | 31.0 | 2 | 0 | 15.0 | 13.0 |
| 44393 | 164378 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1024.6 | 1020.3 | NaN | NaN | 10.1 | 22.4 | 0.0 | 0 | 30.08 | 30.8 | 10 | 6.653879 | 0 | 31.0 | 9 | 1 | 13.0 | 11.0 |
| 44394 | 164379 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1024.6 | 1020.3 | NaN | NaN | 10.1 | 22.4 | 0.0 | 0 | 30.08 | 30.8 | 10 | 6.653879 | 0 | 31.0 | 9 | 1 | 13.0 | 11.0 |
| 44395 | 164380 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | NaN | NaN | 56.0 | 21.0 | 1023.5 | 1019.1 | NaN | NaN | 10.9 | 24.5 | 0.0 | 0 | 32.36 | 27.2 | 9 | 19.715976 | 6 | 22.0 | 9 | 3 | 13.0 | 9.0 |
| 44396 | 164381 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | NaN | NaN | 56.0 | 21.0 | 1023.5 | 1019.1 | NaN | NaN | 10.9 | 24.5 | 0.0 | 0 | 32.36 | 27.2 | 9 | 19.715976 | 6 | 22.0 | 9 | 3 | 13.0 | 9.0 |
| 44397 | 164382 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | NaN | NaN | 53.0 | 24.0 | 1021.0 | 1016.8 | NaN | NaN | 12.5 | 26.1 | 0.0 | 0 | 34.28 | 30.8 | 12 | 0.985551 | 3 | 37.0 | 9 | 14 | 9.0 | 9.0 |
| 44398 | 164383 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | NaN | NaN | 53.0 | 24.0 | 1021.0 | 1016.8 | NaN | NaN | 12.5 | 26.1 | 0.0 | 0 | 34.28 | 30.8 | 12 | 0.985551 | 3 | 37.0 | 9 | 14 | 9.0 | 9.0 |
| 44399 | 164384 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.0 | 2.0 | 15.1 | 26.0 | 0.0 | 0 | 34.40 | 30.8 | 15 | 4.381481 | 9 | 28.0 | 10 | 3 | 13.0 | 7.0 |
| 44400 | 164385 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.0 | 2.0 | 15.1 | 26.0 | 0.0 | 0 | 34.40 | 30.8 | 15 | 4.381481 | 9 | 28.0 | 10 | 3 | 13.0 | 7.0 |